Our mission is to build truly autonomous agents.
Agents today execute well and predict well. What they lack is a grasp of what their own actions cause, so their autonomy has to be granted and policed by hand. We work on that missing piece: agents that learn cause and effect from their own work, and earn their autonomy on the record.
We build agents for finance.
The scope of each task and the decisions that need a person are agreed before deployment. Agents that do all of these things:
Internal audit
Agents gather evidence against an audit request, link each finding to its source, and prepare a workpaper for an auditor to review.
Insurance
Agents collect claim information, check the file for missing documents, and prepare a policy-linked summary for an adjuster or underwriter.
Banking and lending
Agents organise application documents, follow up on missing information, and prepare an exception queue for the lending team.
Accounting and advisory
Agents compare records, identify unreconciled items, and prepare supporting schedules for an accountant to review.
Wealth and asset management
Agents assemble client and portfolio documents, prepare meeting materials, and track outstanding requests for the advisory team.
Payments
Agents match payment records to invoices, gather evidence for disputed transactions, and route unresolved differences to an operator.
Compliance and risk
Agents gather evidence against defined controls, record exceptions, and prepare a review queue with the supporting sources.
About the firm.
Dube International is an AI engineering and research firm in Cleveland, Ohio. We build agents for finance, and we study how agents earn their autonomy.
We build the agents, set them up properly for your firm, and from there they run on their own. Every action they take goes on a record with its reason, the decisions that need a person wait for one, and what an agent may do alone widens as its record holds. We stay with it.
Show the work
Every action an agent takes goes on a record with its reason.
Earn autonomy
An agent acts alone only where its record holds. A person decides the rest.
Stay with it
The team that builds an agent runs it.
Say what is true
No claim on this site that the work cannot back.